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Oral
Thu Jul 12 07:00 AM -- 07:20 AM (PDT) @ A4
Variational Bayesian dropout: pitfalls and fixes
In Deep Learning (Bayesian) 2
Jiri Hron · Alexander Matthews · Zoubin Ghahramani
[ PDF]  [ Video] 
Oral
Thu Jul 12 07:20 AM -- 07:30 AM (PDT) @ A4
Accurate Uncertainties for Deep Learning Using Calibrated Regression
In Deep Learning (Bayesian) 2
Volodymyr Kuleshov · Nathan Fenner · Stefano Ermon
[ PDF]  [ Video] 
Oral
Thu Jul 12 07:30 AM -- 07:40 AM (PDT) @ A4
Decomposition of Uncertainty in Bayesian Deep Learning for Efficient and Risk-sensitive Learning
In Deep Learning (Bayesian) 2
Stefan Depeweg · Jose Miguel Hernandez-Lobato · Finale Doshi-Velez · Steffen Udluft
[ PDF]  [ Video] 
Oral
Thu Jul 12 07:40 AM -- 07:50 AM (PDT) @ A4
Scalable approximate Bayesian inference for particle tracking data
In Deep Learning (Bayesian) 2
Ruoxi Sun · Department of Statistics Liam Paninski
[ PDF]  [ Video] 
Oral
Thu Jul 12 07:50 AM -- 08:00 AM (PDT) @ A4
Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam
In Deep Learning (Bayesian) 2
Mohammad Emtiyaz Khan · Didrik Nielsen · Voot Tangkaratt · Wu Lin · Yarin Gal · Akash Srivastava
[ PDF]  [ Video]